Every aquaculture site faces unique environmental challenges. To manage them effectively, fish farmers need data-driven foresight – not just hindsight. BiOceanOr’s predictive tools provide up to 48 hours of visibility on critical parameters such as dissolved oxygen (DO), temperature, and harmful algal bloom (HAB) risk.
Our hybrid modeling approach combines advanced deep learning with biogeochemical simulations to deliver reliable forecasts tailored to local conditions.
Oxygen forecast: Anticipate Your Decisions
How It Works
Our oxygen forecast ingests multiple data sources:
In-situ sensor readings (oxygen, salinity, temperature)
Oceanographic and weather forecasts
Historical data to consider the uniqueness of each farm
Operational parameters (e.g., biomass, feeding, aerator use) when possible
These inputs feed into a dual simulation engine:
Machine learning models trained on over 200 million data points
Biogeochemical simulation incorporating water column dynamics
Together, they produce rolling 48 h forecasts for:
DO availability
With an average accuracy in real-life conditions of 0.5 mg/L
What You Get
Useful graphs to visualize the predicted DO levels and their risk if necessary
Tailored alerts and dashboards for site managers and technical teams
Increased resilience in the face of climate-related anomalies
Key benefits of our oxygen forecast
Optimize operations on-site
Real-time forecasting and early warning when low DO is predicted give your teams a critical head start to adapt and improve your feeding strategy, activate aeration before hypoxia while reducing unnecessary costs, adjusting workflows, and preventing stress or mortality before oxygen levels reach dangerous lows.
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Easy API-Integration for seamless adoption
Being easily activated with data from any hardware, our Oxygen forecast also integrates your day-to-day operations quickly by using our own platform AquaREAL or your already adopted data management platform with easy API-integration. This boosts your chances to successfully adopt the solution in your daily routines.
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Lead the way in sustainable farming
Forecasting empowers farms to reduce their environmental footprint, support better fish health & welfare, meet stricter standards and certifications, and demonstrate measurable sustainability in action.
Ask for moreEmpowering data-driven water quality forecasts
Chloro Index: Daily insight into micro-algae bloom dynamics
How It Works
Large-Scale, Remote Monitoring for Micro-Algae Vigilance
In parallel with Oxygen forecast, BiOceanOr delivers daily insight into micro-algae bloom dynamics through the Chloro Index service, leveraging open and commercial Earth Observation (EO) data across defined Areas of Interest (AoI).
The objective: To provide aquaculture operators with large-scale, remote monitoring of chlorophyll-a (chl-a) concentrations as an additional layer of insight to anticipate and assess risks related to harmful algal blooms HAB events.
Operational use: Chloro Index guides targeted protocols at farming sites (e.g., water sampling campaigns), enabling proactive vigilance and adaptive management.
What You Get
Average chl-a values over the last rolling 24 h within your Area of Interest (AoI), focusing on aquaculture sites
Different maps reflecting the 3 assessment methods used based on satellite-derived data
Relative evolution (compared to the previous day or last year) with color-coded alerts and summary tables per site
Confidence index when matched with additional in-situ measurements
Ready to Get Ahead of The Curve?
Tap into BiOceanOr’s AquaFORECAST solutions to reduce risk, enhance welfare, and unlock higher yields.
Others solutions: smarter farming starts here
We provide AI-powered water quality solutions to help fish farmers tackle critical challenges, from monitoring and predicting the water environment to improving fish health and welfare. These insights enable proactive decisions that
Boost performance
Improve fish health and welfare
Reduce environmental impact
